ML-models-from-scratch

This contains the most commonly used machine learning models written from scratch without the use if any libraries except Numpy which is used for calculations
Every model contains a test file on which the algorithim created is tested on various datasets
There are hand-written notes explaining every model in detail of how how it works and how mathematical equations fit into the picture

Name		Name	Last commit message	Last commit date
Latest commit History 21 Commits
BackpropagationinJava/backpropagationinjava		BackpropagationinJava/backpropagationinjava
Decision Tree		Decision Tree
HopfieldNetworkinJava/hopfieldnetwork		HopfieldNetworkinJava/hopfieldnetwork
LinearRegression		LinearRegression
Logistic Regression		Logistic Regression
NNinJAVA		NNinJAVA
NNinJAVA2/nninjava2		NNinJAVA2/nninjava2
NNinJAVA3/nninjava3		NNinJAVA3/nninjava3
Naive Bayes		Naive Bayes
Pereceptron		Pereceptron
RandomForest		RandomForest
ReinforcementLearning		ReinforcementLearning
SolvingXORwHillClimbinginJava/xorhillclimbing		SolvingXORwHillClimbinginJava/xorhillclimbing
SolvingXORwSimulatedAnnealing/xorwsa		SolvingXORwSimulatedAnnealing/xorwsa
SupportVectorMachines		SupportVectorMachines
knn		knn
logs		logs
$tutor$		$tutor$
README.md		README.md

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